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Michael Leshchinsky
Machine Learning | AI | MLOps Engineer
Machine Learning Engineer with 5+ years experience in Healthcare domain and passion for AI, automation, MLOps, programming languages and best engineering practices
Professional Experience
Machine Learning Engineer | MLOps Tech Lead
Clalit Research Institute | Clalit Innovation
Ramat-Gan, Israel
Today - 2021
- Internal AutoML, MLOps and AI tooling design and development for the Data Science Team
- Designed and implemented data infrastructure for machine learning and analysis tasks
- Curated architecture and deployment process of machine learning and AI solutions into production
- Participated in the planning of the unit’s long-term technological strategy and development
- Documented internal systems and provided guidance and mentoring for developers across several teams
Data Scientist
Clalit Research Institute | Clalit Innovation
Ramat-Gan, Israel
2021 - 2018
- Created code for various research projects (Healthcare Economics, COVID-19, etc.)
- Developed End-to-End prediction models for real world clinical interventions
- Optimized data pipelines and processes, refactored various legacy code
Publications
Effectiveness of BNT162b2 Vaccine against Delta Variant in Adolescents
N Engl J Med 2021; 385:2101-2103
N/A
2021
Ben Y Reis, Noam Barda, Michael Leshchinsky, Eldad Kepten, Miguel A Hernán, Marc Lipsitch, Noa Dagan, Ran D Balicer
Prospective Evaluation of Machine Learning for Public Health Screening: Identifying Unknown Hepatitis C Carriers
NEJM AI 2024;1(2)
N/A
2024
Noa Dagan, Ori Magen, Michael Leshchinsky, Maya Makov-Assif, Marc Lipsitch, Ben Y Reis, Shlomit Yaron, Doron Netzer, Ran D Balicer
Education
St Petersburg University
M.S in Economics
Saint Petersburg, Russia
2016
St Petersburg University
B.S. in Economics
Saint Petersburg, Russia
2014